Computer Vision

TransPixar: Advancing Text-to-Video Generation with Transparency

Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation

STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution

GS-DiT: Advancing Video Generation with Pseudo 4D Gaussian Fields through Efficient Dense 3D Point Tracking

DepthMaster: Taming Diffusion Models for Monocular Depth Estimation

Ingredients: Blending Custom Photos with Video Diffusion Transformers

VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control

SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning Stabilization

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration

Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models

Nested Attention: Semantic-aware Attention Values for Concept Personalization

MLLM-as-a-Judge for Image Safety without Human Labeling

VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control

Slow Perception: Let's Perceive Geometric Figures Step-by-step

LTX-Video: Realtime Video Latent Diffusion

Edicho: Consistent Image Editing in the Wild

Bringing Objects to Life: 4D generation from 3D objects

On the Compositional Generalization of Multimodal LLMs for Medical Imaging

VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion Models

PartGen: Part-level 3D Generation and Reconstruction with Multi-View Diffusion Models